Stefan Seegerer

Published in MLearning.ai

·May 10, 2021

Beat the robots — Learning about machine learning with hexapawn

One major force behind the latest developments in artificial intelligence is machine learning. Machine learning deals with algorithms that improve through experience over time. There are different ways a machine can learn. Reinforcement learning is one of them. With reinforcement learning, the computer learns to master a task by interacting…

Machine Learning

4 min read

Apr 23, 2021

Supervised Learning — When is a model “good enough”?

Supervised learning is about learning a mapping between input and output data. A common application is classification tasks, where the class for a given data point is to be predicted. In the training phase, a supervised learning algorithm learns a pattern by which the correct labels (e.g. classes) can be…

Machine Learning

7 min read

Supervised Learning — When is a model “good enough”?

Apr 22, 2021

Überwachtes Lernen — Wann ist ein Modell “gut genug”?

Beim überwachten Lernen geht es darum, eine Zuordnung zwischen Ein- und Ausgabedaten zu lernen. Eine häufige Anwendung stellen sogenannte Klassifikationsaufgaben dar, bei denen die Klassenzugehörigkeit für einen gegebenen Datenpunkt vorhergesagt werden soll. In der Trainingsphase lernt ein überwachtes Lernverfahren auf Basis bekannter Beispiele eine Zuordnung von Eingabe zu Ausgabe. …

Maschinelles Lernen

7 min read

Überwachtes Lernen — Wann ist ein Modell “gut genug”?

Dec 9, 2020

This is How Machines Learn! Machine Learning and Society (Part 5)

Our goal with this series is to enable everyone to understand AI phenomena in their daily lives, as well as to actively shape the growing influence of AI on our society. Therefore, we do not consider any technical details or provide an introduction on how to use certain machine learning…

Child Friendly

3 min read

This is How Machines Learn! Machine Learning and Society (Part 5)

Nov 20, 2020

This Is How Machines Learn! Reinforcement Learning (Part 4)

Machine Learning

4 min read

This Is How Machines Learn! Reinforcement Learning (Part 4)

Nov 11, 2020

This Is How Machines Learn! Unsupervised Learning (Part 3)

Machine Learning

4 min read

This is how machines learn! Unsupervised Learning (Part 3)

Oct 30, 2020

This Is How Machines Learn! Supervised Learning (Part 2)

Machine Learning

4 min read

This Is How Machines Learn Supervised Learning (Part 2)

Oct 30, 2020

This Is How Machines Learn! (Part 1)

An Introduction of the underlying Ideas in Machine Learning Our goal with this series is to enable everyone to understand AI phenomena in their daily lives, as well as to actively shape the growing influence of AI on our society. Therefore, we do not consider any technical details or provide an introduction on how to use certain machine learning…

Machine Learning

3 min read